Friday, 28 September 2018

What’s the most significant key to digital transformation success?

A significant proportion of digital transformation failures — that is, not achieving the anticipated value — can be traced directly to a failure to appreciate and address the human behavior associated with the transformation.

In Part 1 of their multi-part Business Technology & Digital Transformation Strategies Advisor series “Putting the Human in Digital Transformation,” Cutter Consortium Senior Consultant Greg Smith, and his coauthors, Mandeep Dhillon, Raf Postepski, Chandler Hatton, and Liam Collis, opine that when driving digital transformation, human behavior deserves at least as much attention as the technology itself.

  • Inadequate attention to human behavior
  • Uneven delivery focus and inappropriate controls to deliver technology enablers; and
  • False assumptions

As you’ll discover in their quick-reading paper, even when you’ve identified right the right technology to lay the groundwork for a successful digital transformation, there are still significant hurdles to overcome. These include:

The authors introduce these hurdles in their paper, and explore the ways organizations can truly engage their people by understanding their behaviors and, consequently, ensure that they undergo successful digital change. Check it out!

Learn More about the Human Side of Digital Transformation

Cutter Consortium Research: Check out the Cutter Blog post, Want to Change Your Organizational Culture? Get Started Yesterday. 

Cutter clients can read The Human Risks of Digital Transformation, in which Cutter Senior Consultant Sheila Cox reminds us that during major transformational change, our missions and visions must be clear, our measures of success must be defined, culture must come first, and a commitment to organizational change management is essential from the very beginning.

Consulting: Thinking about getting started with a digital transformation project? Cutter Consortium’s Greg Smith and Carl Bate are here to help. From cultural issues to operating models and governance frameworks, they will help you optimize to facilitate innovation in response to rapidly a changing business environment. Learn more.



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mod_rewrite https issues

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Dedicated Server OR VPS ?

Hi,

Does anyone prefer dedicated hosting / VPS?
My sites use important CPU resources that force my host to suspend my accounts.

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Update records on whm issue

Hi all,

I need your help. I have got a problem with updating the DNS records on my server.

I have updated the SPF1 on my server by Edit DN... | Read the rest of https://ift.tt/2ImmcQI


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The Engineering People Show, Episode 31: Tim Goodwin

Tim Goodwin, Vacasa, Engineering People, podcast Change Wave, Treehouse, tech

“I can’t spend 10 hours a day at work and 10 hours a day with family. I can’t sleep faster.”

Today on Engineering People:

Tim Goodwin joined Vacasa in April 2017 with more than a decade of technology experience. As CTO, his focus is on strategically streamlining Vacasa’s technology processes to prepare the company for continued growth and innovation. Hailing from New Zealand, Tim moved to Portland, Oregon with his family in 2013. He joined Vacasa from Fiserv Inc., where he most recently held the title of Senior Vice President and CIO, managing product development and sustained engineering teams for Digital Channels’ online and mobile solutions.

(Original episode released on September 28, 2018)

 

Show notes:

Tim on LinkedIn

Vacasa

Careers at Vacasa

Crossing the Chasm: Marketing and Selling High-tech Products to Mainstream Customers by Geoffrey Moore

Inside the Tornado: Marketing Strategies from Silicon Valley’s Cutting Edge by Geoffrey Moore

 


Transcript, edited for clarity:

Ryan Carson: Welcome to “Engineering People,” the show where we interview the world’s leading engineering managers so we can learn from their experience and ideas. I’m Ryan Carson, the founder of Treehouse, and I’m your host.

At Treehouse, we have experience creating over 850,000 new developers and designers, so if your company is struggling to hire new developers or product designers, just give us a shout. Head to teamtreehouse.com/go/talent.

Today, we’re doing kind of a fun, in-person show. You may hear a little difference in the audio or the length of the conversation. That’s because we’re in-person and we can have a good time.

I’m joined by Tim Goodwin from Vacasa. Thanks for hanging out!

Tim Goodwin: Thanks for inviting me.

Ryan Carson: It’s good to have you in the studio. Fellow Portlander … sort of.

Tim Goodwin: Sort of. I speak funny. I’m New Zealand, but … laughter

Ryan Carson: You were telling me before the show, you have a definitely interesting past as far where the places you’ve lived and been and all that.

Tim Goodwin: Yes. I brought my family out from New Zealand about five years ago. That was a work opportunity. We got acquired by a U.S. company. Prior to that, I lived in New Zealand since about the age of 18. I went to school all different places around the world, including South Africa. I was born in Sweden. Lived all over … my parents were always moving, so my accent’s all over the place.

Ryan Carson: I feel like you have sort of a Kiwi accent. I can pick it up.

Tim Goodwin: Yeah. Well, that’s definitely where I’ve spent most of my time; the place I feel affiliated to.

Work at Vacasa

Ryan Carson: Cool. So, just so the audience knows you a little better, what is your job title and what does Vacasa do?

Tim Goodwin: So, I’m CTO at Vacasa. Vacasa, for the people that don’t know, is a vacation/retail management company. We’re the number one largest vacation rental company in the U.S. now.

Ryan Carson: My wife and I use it. It’s great.

Tim Goodwin: Yeah. We actually manage people’s homes, and do all of the marketing and booking for them. Maintain them and clean them, and facilitate guests to come into them.

Ryan Carson: And how big are you company-wise, employee-wise roughly?

Tim Goodwin: Roughly 2,000 people. Now we’ve got about 10,000 homes in our portfolio. We’re in about a dozen different states, about a dozen different countries as well, now.

Ryan Carson: Got it. Great. I ask everybody this, because everyone’s company or chart is different. So it’s interesting to see how people with different titles fit into different organizations. Yesterday, I was chatting to somebody and they’re an SVP, and interesting enough there was just a CEO and eight SVPs … which isn’t normal, and he knows that. How do you kind of roughly fit in the work chart?

Tim Goodwin: So I’m with the CEO. There’s a number of C-label people … we’ve got a CFO, a COO. Then we have Head of Growth, Head of Review as well. So that’s the management suite.

Ryan Carson: Tell us about the team you manage. Is it engineering? Product? Tell us more about it and how big it is.

Tim Goodwin: So I run all things tech for Vacasa. That includes product development, the product all currently report into me. All of IT. Networks infrastructure.

Ryan Carson: Wow. So all of it?

Tim Goodwin: Basically all of it.

Ryan Carson: Right. Okay. How big is that work?

Tim Goodwin: Right now, it’s about 125 people. A year ago, it was 45, just to give you an idea.

Ryan Carson: Wow. Okay. So it’s scaling fast.

Tim Goodwin: Kind of 2x, 3x kind of growth last year.

Tim’s career history

Ryan Carson: Can you, just for more context, it’d be fun to hear your quick career history. Then I’m going to ask a few questions about your worst job ever, and things like that. Let’s start at a reasonable level back, so people understand how you ended up being the CTO of Vacasa.

Tim Goodwin: Yes. I went to school and got a BS in computer science in Auckland University, and then went out and started working as a coder. Quite early on in my career, I ended up kind of breaking out and actually starting a little web view media company back in the late ’90s.

Ryan Carson: I remember that. I was a developer in a new media company.

Tim Goodwin: Yeah. Well, I had also done a diploma in art through Paris, France. So, the whole thing kind of came together with web and those kind of things. Ran that for about five years. It was a small company. We ended up being about 15 to 20 people, and then got acquired by a management company.

Ryan Carson: Wow. Interesting. And you founded that company?

Tim Goodwin: Yeah.

Ryan Carson: Oh, cool.

Tim Goodwin: And so … then worked with a number of larger tech kind of companies for a few years and missed the whole entrepreneurial scene, so I went back into that kind of startupy space, and landed on product. I’d always kind of been geared around services and tech and it got a little bit boring, saying, “Well, what do you do?” “Well, we’ve got 50 developers. What do you want? We’ll do anything.”

Ryan Carson: Right, right.

Tim Goodwin: So finding product opened my eyes. That was back in 2006, 2007.

Ryan Carson: Got it. You were still in New Zealand at this point?

Tim Goodwin: Yeah. Yeah. So, ended up doing various startups and, you know, telemetry and robotics, a number of different spaces of visualization, and then joined a little phone tech company doing mobile apps for banks. That was Incom. They got acquired by Fiserv. Not Pfizer the drug company, but Fiserv the phone tech. Large kind of four billion, twenty thousand person …

Ryan Carson: Wow.

Tim Goodwin: We ended up working with their Digital Channels Division, and that’s how I ended up in-

Ryan Carson: Got it. So you had been through two acquisitions at that point.

Tim Goodwin: Yes.

Ryan Carson: Interesting. Right. So, when you were studying computer science and art, did you have any inclination that you were gonna be entrepreneurial and start companies, or …

Tim Goodwin: No. No idea.

Ryan Carson: Interesting.

Tim Goodwin: And the tech space was so new at that stage. Back when I was doing it, multimedia wasn’t a thing. I kind of had this notion I wanted to do this innovative, computer arts calling. But we were really experimenting. It was all of these little 3D modeling tools, a lot of graphics, so it was a lot of experimentation. This is where I’d love if I knew then what I know now, I’d come back and look at all of that and so many squandered opportunities.

Influences on managerial style

Ryan Carson: Oh, I know. I know. We have all of them. Tremendous regrets. But that’s okay … we’ll talk. So … I’d love to know something like your favorite book or course or person that’s really affected you or influenced you as an engineering manager or as a leader.

Tim Goodwin: Yeah, there’s probably a few. One of the early ones was some of the Geoffrey Moore stuff. You know, kind of weird titles like Crossing the Chasm and Inside the Tornado. But it helped me understand using frameworks where I was. Particularly, if you’re in that startup space, how do you convince people to take on your product. Once you do get traction, and are fortunate enough to be in a company where everybody wants your product, how do you flip your strategy, and what do you do once you’re in that zone. So that was one.

Ryan Carson: What’s one kind of key take away you can think of from Crossing the Chasm that you could share?

Tim Goodwin: In terms to get traction, just understanding what you needed to do to get by, and how you work with customers very closely. How you need a focus. How you really need a niche. What is the problem you’re solving?

Ryan Carson: Got it.

Tim Goodwin: Being very customer-oriented and listening to their specific needs, versus flipping the scale and what you change to be able to scale fast.

Automated forklifts vs. milk powder

Ryan Carson: Got it. Okay, cool. I would love to know what the funniest, worst or most interesting job you’ve ever had is? I always say this, but just so that the audience can understand … you’ve had this amazing career, you’re a CTO now of a very large company but where did you start from?

Tim Goodwin: So, finding my way through University, I’d take on any jobs I could. Painting houses and things like that. In terms of one of the more interesting jobs, I think startup is hard, and I’ve got a soft spot for startups, and I’m always trying to help them. Ended up in one in New Zealand doing robotics. We’re retrofitting ARM single-board computers and then onto forklift trucks.

Ryan Carson: Oh, gosh. Wow.

Tim Goodwin: So they could drive by themselves and handle material and things like that. I thought I knew a lot of stuff, and got involved … and the next thing I knew, I was in a kind of manufacturing plant walking around there. I knew about software, but I didn’t really know a lot about hardware. So it’s really interesting when suddenly your software is driving a four ton forklift with a two ton pallet. A lot of things can go wrong. Did go wrong. But a lot of things went right. That was probably the more interesting one.

Ryan Carson: Wow. Is that sort of autonomous vehicles a long time ago?

Tim Goodwin: Yeah.

Ryan Carson: Wow.

Tim Goodwin: Industrial automation’s been around for a while, but what we were trying to do … the challenge with the forklifts is if you’ve got an automated vehicle and something goes wrong, which it does, then people don’t know what to do.

Ryan Carson: Right.

Tim Goodwin: But if you have a forklift, you can basically lift the lever, put it into manual mode and just jump in and drive it like a normal forklift.

Ryan Carson: Right, right.

Tim Goodwin: That was kind of quite revolutionary and kind of interesting for people. That was the value prop.

Ryan Carson: Wow. Cool. So, what did go wrong with two tons of flour?

Tim Goodwin: The two tons of milk powder? Well, the challenge was one of the first project implementations we did was taking milk powder off of the manufacturing line and putting it into a day stall, and typically it would be piled too high.

Ryan Carson: Oh, right.

Tim Goodwin: Now, the thing is, when milk powder comes off of the production line, it’s like ball bearings. It’s aerated, and it’s very unstable.

Ryan Carson: Really? Oh, wow.

Tim Goodwin: Your main tool model of how you stack that stuff is you kind of lift it up, put it down on the other one and it’ll stay there, right?

Ryan Carson: Right.

Tim Goodwin: But it doesn’t.

Ryan Carson: No.

Tim Goodwin: So we had to watch the experienced forklift drivers, and they were kind of pushing the tie-ins with tilt, and you’d push the air out of the pallet below or the milk powder below, and then push it down and stabilize it, right?

Ryan Carson: Wow. Interesting.

Tim Goodwin: But each one is just slightly different, so I remember, I think it was like week two on the job. Very little training, and one of the programmers said, “Hey, can you just keep an eye on this? I’ve just gotta shoot to grab something.” The next thing is, the forklift’s backing out and this milk powder all starts tilting and falling out.

Ryan Carson: Oh, my god … and you’re like, “What is happening? Come back!”

Tim Goodwin: Yeah, I know. You had to very quickly hit the stop button.

Ryan Carson: Oh, wow. Okay, that’s exciting.

Tim Goodwin: It was interesting stuff.

Ryan Carson: Yeah. Definitely not something you normally do when you start in computer science and kind of end up in that world, so …

Tim Goodwin: That’s the beauty of tech, right? Particularly the early tech industry. You end up all over the place.

Ryan Carson: Yeah. All sorts of fascinating products.

Tim Goodwin: Different industries and spaces, so …

Ryan Carson: Right, yeah. It is definitely one of the most exciting things, and I think we’re kind of lucky to have studied the right thing at the right time, and it’s now the foundation for the world, basically.

Tim Goodwin: Totally.

Don’t confuse busyness with business.

Ryan Carson: We talked a little bit about this before the show, again, but I would love to hear if you were to go back in time and talk to the younger Tim … sort of grab him and say, “You’ve gotta know these things,” if you could pick two of those things, what would they be?

Tim Goodwin: One of my mentors told me don’t confuse busyness with business. It’s very easy to be busy but it’s not moving your company forward. You’re not actually getting anywhere. So often you’re busy doing stuff — particularly in our industry, you still see it 20, 30 years later where somebody’s like, “Well, I’m not quite sure you’ve been start coding. Put it together.” And you just need that discipline and wherewithal just to step back and think, “Well, hang on. I’m not gonna do anything until I really understand what I’m trying to solve.”

Ryan Carson: Interesting. Which feels slow, doesn’t it? It’s like, “Oh, we’re wasting time.” So you have to avoid that tendency.

Tim Goodwin: A lot of businesses are like that, Ryan. You’d be amazed at how experienced managers do that as well, because they just haven’t taken their time out, stepped back and seen the big picture and really understand the value of what they’re doing. I think in our industry where we think we’re smart people, how much we do this planning and designing in a vacuum, without the data, without full knowledge of what’s really happening.

Ryan Carson: Right. How do you bounce from that, though, with the same idea of, “Well, we need to also just try something very simple and get it out sooner so that we can get feedback?”

Tim Goodwin: That is a thing, right? If you know what you’re trying to solve for or you have a hypothesis then you need to work out what’s going to prove that and whether that’s really a stable foundational way to move. And the less you do and the quicker you get that feedback. So I think it ties in really well with that whole Lean startup kind of approach.

Ryan Carson: Got it. Okay, cool. So that was lesson one, basically, take time to plan and think and strategize before you just jump in and start doing work, because busyness is not business. Okay. That’s a good one.

Tim Goodwin: Yeah. And that progressive commitment of, “Okay, I’m going to invest a few hours to work out whether I need to invest a few days and a few days to work out whether I want to invest a few weeks and so on. And that was one of the other lessons back in the day from one of the places I work.

Having your own story

Ryan Carson: So what would be another big lesson that you had taught yourself?

Tim Goodwin: Well, a big one for me and it was more kind of once I got into larger companies was just making sure that I had a story and that I wasn’t part of somebody else’s story.

Ryan Carson: Oh, interesting.

Tim Goodwin: Another way to say it is be strategic, but a lot of people don’t fully understand that, especially in tech. We’ve got a lot of precesses and we can be involved with a lot of stuff and doing a lot of things, but if you don’t really understand the platform, what are you trying to sell? Where do you really deliver value for that business? So if you picture yourself bumping into one of the board members and you’re in an elevator for 20 seconds and they ask you, “What are you doing?” You can’t say, “Well, I’ve been going to meetings and I’ve been doing my scrum ceremonies and I wrote some code.” That’s not the story. Right?

Ryan Carson: No.

Tim Goodwin: But if you have the story about that problem you’re solving or, “I’m doing this thing that’s going to deliver 20% revenue or solve this major issue for out customers,” then-

Ryan Carson: That’s compelling.

Tim Goodwin: Yeah. And if you don’t have that, then where are you really heading?

Ryan Carson: Right. That’s interesting. It seemed like there’s two reasons you might do that. One would be personal advancement as your career, but also clarity and advancement at work. Is that correct? Career goals at work mean you’re doing clear work.

Tim Goodwin: Yes. I don’t know of any executive team, particularly as you get more senior, or any business team that is 100% happy with what their tech team’s delivering. A lot of the time they don’t even know what it’s delivering.

Ryan Carson: Right. Interesting.

Tim Goodwin: So you need to be very clear on what it is. And just correct you’ve worked with a particular head of department and they’ve said, “I want X,” it doesn’t mean they really need X. Right?

Ryan Carson: No. Right. Right. That’s interesting.

Tim Goodwin: So how do you kind of really step back, work with enough people to understand what is that story? What are you really doing? Is it important? You’re going to make a difference or you’re just kicking the can down the road.

Ryan Carson: Yes. Gosh. You’re right, there’s not enough understanding on that from non-technical executives on what you’re doing and the value that you’re delivering.

Tim Goodwin: Or even technical executives. And the more you kind of abdicate that responsibility to a product team or your CEO or your CPO, then people aren’t always right. You need to think it through. I mean, it’s not about challenging everything and not learning the fundamentals, but taking that time out.

Ryan Carson: Gosh, that’s great advice and no one has said that yet in all the interviews we’ve done. I’ve heard some really tough stories where you have a CEO saying to a CTO, “I’m convinced that X% of your team are not delivering value so go cut them.” Because they don’t understand at all what’s happening. Right?

Tim Goodwin: Yeah.

Ryan Carson: So that’s smart. I guess it’s going to … I have-

Tim Goodwin: It’s hard to get right. You need to refine. You need to revisit that. It’s not like you sit down and five minutes later you understand what that is. Right?

Ryan Carson: Yeah.

Tim Goodwin: You need to really understand your business and the challenges.

Ryan Carson: Well, which is part of the value of doing that. Right? Because then you have to go through the mental exercise of saying, “Oh, wait. Yeah, what are we doing that’s mapping to the company two-year vision or one-year vision and how will I explain that?” And then you say, “We’re not doing anything that relates to that. Okay, we need to do that.”

Finding, hiring and retaining diverse talent

Ryan Carson: What are y’all doing at Vacasa that is working in regards to hiring and retaining diverse talent?

Tim Goodwin: Look, it’s really topical and it’s easy to get PC about it, so kind of my focus is what are tangible things we can do to make a difference? One thing is making it a priority, communicating it to your recruiting team so they understand the importance of what you’re trying to achieve versus just put butts in seats. Second one is, we do sponsor a number of different events and things like PDX Women in Tech.

Ryan Carson: They’re great.

Tim Goodwin: We got a good space in our offices. We support those kind of events. Another thing is, beyond just training and making people aware is also on any interview panel, making sure you’ve got enough diverse people. Making sure there’s a woman on the panel or whatever kind of group you’re trying to make sure that you’ve got inclusion on. And then those people feel there’s enough people like them there that they then want to come into the place. They’re not going to be the token person.

Ryan Carson: Right. Right. Got it. Okay, great. Thanks for sharing that. How do you currently find new product design or development talent. How does it work at Vacasa?

Tim Goodwin: How do we define new products or the talent or-

Ryan Carson: No, how do you find the talent?

Tim Goodwin: Yeah, it’s hard. It’s tough. I mean, we run our recruitment pipelines like everyone else and just bringing people through the door. So we’ve got people that source, recruiters in-house.

Ryan Carson: Got it. Cool.

Tim Goodwin: Yeah. Just put their heads up.

Ryan Carson: Right. And just crank.

Tim Goodwin: Yeah. And then try to talk to lots of people.

Ryan Carson: Right. Yep. How do you measure retention on your team? I mean, is that something you do measure at a higher level?

Tim Goodwin: I’ve been pretty lucky. Retention’s pretty high in Vacasa.

Ryan Carson: Well, why?

Tim Goodwin: Part of it might be that were pretty young. We’re growing fast, I think. I think it’s a interesting space. It’s a cool industry to be in. We’ve got a lot of tailwinds around the whole sharing economy. The HomeAways and Booking.coms, the Airbnbs of the world, drive a lot of demand so that the companies growing fast. It’s a fun place to be when you can hire your way out of a lot of trouble. It’s not the kind of industry where you’re trying to find efficiencies. It’s massively fragmented. There’s so much, some people hate the term, but low-hanging fruit in terms of we’re doing lots of innovative stuff, lots of interesting stuff. So I think that fuels it. We’re lucky to be in the heart of the Pearl. You know, dogs and kombucha and the whole quintessential Portland.

Managing teams across Portland, Boise … and Chile

Ryan Carson: Yeah. I saw your sign the other day and I feel like you moved in that recently-ish or no, have you been there forever?

Tim Goodwin: It’s been a few years. I think it’s two or three years, now, and we’re about to move into a new one. So right next door.

Ryan Carson: Got it. Bigger and better.

Tim Goodwin: We’ll probably retain both space because we’re growing so fast. But I think the company’s going into this Goldilocks zone. It’s not that kind of startup where you’re struggling to find your next meal ticket and it’s not so big that you’re becoming a faceless person.

Ryan Carson: What’s your take on building a remote engineering team and product team versus in-person?

Tim Goodwin: We try and take advantage of that. We recently set up a team in Chile because we do have a lot of international folk in different locations that we’re supporting. And there’s nothing like an international team to actually be able to support and understand and have that empathy around what those people need. So that’s one piece of it. The key thing for me is one, is the time zone so that people aren’t starting … They don’t get home, have dinner and then start their second shift. I’ve worked in places where that’s been the case. Right?

Ryan Carson: Right. Which is why you chose Chile?

Tim Goodwin: Yeah. So having some kind of overlap. They’re about three hours away in time difference. And just really finding really good, talented, strong people that they’re as good.

Ryan Carson: But as far as the US goes, everyone’s in Portland.

Tim Goodwin: No, we actually recently picked up more tech people in Boise.

Ryan Carson: Oh, really?

Tim Goodwin: There was a team over there that had been told if they didn’t move to another city then they were out of a job. So we went and chatted to them. There was about 10 of them, really strong, really capable team. We were like, “Okay, if can get three or four then we’ll set up an office here.” And we got all 10. So that was awesome.

Ryan Carson: Oh, cool. So that’s nice.

Tim Goodwin: We started to become a bit more distributed and that’ll help us scale faster because scaling more than one location is easily than scaling just the one.

Ryan Carson: Yep. Got it. What is your technical stack roughly like and how do you … I’d love to hear a little bit more of the detail around running the team around that.

Tim Goodwin: So what, traditionally, and the legacy stuff’s all PHP, MySQL, right? And that was good to get the company to where it needed to be for that time. You said we’re doing a lot more kind of Python, Node.js and a different frame with Django framework, CMS Wagtail on the back there. But a lot of opensource on Amazon, all in the cloud, starting to use Lambdas and everything. So for me, it’s about what works and really pulling everything into event and service space architectures that can scale and, again, do the job we need as we grow.

Ryan Carson: Cool. I’m always fascinated to hear about how people think about career leveling and paths and advancement and engineering. So walk us through what you think is best practice as far as creating that leveling structure and seeing people’s careers grown inside the company to increase retention overall.

Tim Goodwin: Yeah. So Fiserv was very formative. I’d worked in a lot of smaller companies. New Zealand’s well-known for being generalists. And what was interesting was a lot of the kind of frameworks and knowledge we picked up there. So one is setting up the job ladders and the different levels that people can go through, and recognizing that, also, there should be a career ladder of individual contributors.

Ryan Carson: Not just into management.

You don’t just decide at a time, a particular point, and go, “Okay, you’re a manager now. Congrats. You were our best coder but now you can be our most mediocre manager.”

Ryan Carson: That doesn’t work? No.

Tim Goodwin: Well, I don’t know. It’s been tried many times. Let’s put it that way. So making sure that people can keep progressing their individual contributor careers, that they understand kind of options around different job ladders. One thing’s added recently was we tended to have those kind of junior mid-senior level. And one of the issues for me is your mids get to a point where they grow super fast and so I flipped it to kind of a three-level. So you’re software engineer one, two, three, and then senior, because we didn’t want to dilute the senior. And I needed some in between mid to provide recognition for productivity for having the technical skills, but maybe you’re still developing some of that main knowledge, business knowledge, leadership skills.

Ryan Carson: So one, two, three, four, senior?

Tim Goodwin: One, two, three and then senior.

Ryan Carson: Senior. Got it. Oh, interesting.

Tim Goodwin: As opposed to junior, mid, senior.

Ryan Carson: Yeah, right. Those are only three.

Tim Goodwin: Because you get basically your mids, after three minutes, figure they need to be senior or something.

Ryan Carson: Yeah, right. That’s cool. Do you make it very clear to the organization, these are the levels, these are the pay grades. Or is it-

Tim Goodwin: Yes.

Ryan Carson: Okay, got it.

Tim Goodwin: Yeah. I’ll use industry data. What’s the market rate? What is the low, mid, high? What’s their ratings, performance? Where should they be relative to parity?

Ryan Carson: Yep. Okay, cool.

Tim Goodwin: Do we pay women same as men? Those kind of things. And also the attribute. A lot of people aren’t sure of what the gaps are, and quite often their managers can’t fully tell them what do they need to do to make the next level. So we map out, based on the seniority or the level-

Ryan Carson: Got it.

Tim Goodwin: -what are their attributes. Not just technical, but communication, leadership, domain.

Ryan Carson: Okay, cool. Do you have the concept of mentoring inside the company formally at all, or anything like it?

Tim Goodwin: Not really, no. I mean, I’ve worked in companies where we have and I don’t know that it’s worked well necessarily.

Ryan Carson: What was the problem?

Tim Goodwin: Part of the issue is people just fully understanding kind of what’s involved and what’s expected.

Ryan Carson: Okay, what is this.

Tim Goodwin: What’s good about it is that somebody can have a informal chat — it’s not their manager, they don’t feel like they’re under pressure to portray things a particular way. Their manager might be stopping them from maybe progressing in their career because they’re just too damn useful where they are.

Ryan Carson: Right, right, right. Yeah.

Tim Goodwin: So having that external support, and mentorship, and dialogue is good, but it’s very much dependent on the quality of that person and what they know.

Ryan Carson: Right, right. Got it. Okay, great. How do you all do … How do you communicate out to the whole company what engineering is doing? Not just, we talked about executives and the Board, what about the rest of the company?

Tim Goodwin: Part of it is geared around different OKRs … they’ve got some tools around some of the objectives and things like that.

Ryan Carson: Right. There you go.

Tim Goodwin: … so that’s good in terms of an alignment in objectives kind of thing. We also have been experimenting a bit with some of the Juro tools, with CamBam boards.

Ryan Carson: Oh cool.

Tim Goodwin: And one of the things we’re looking for there is making sure the different delivery teams have focus. They’re not trying to do 20 different things.

Ryan Carson: Yeah, right.

Tim Goodwin: Right. And content switching all the time.

Ryan Carson: Yeah.

Tim Goodwin: So we look at how many items they have work in progress.

Ryan Carson: Right and it needs to not be more than X.

Tim Goodwin: Exactly. And two or three at absolute most, right.

Ryan Carson: Yeah.

Tim Goodwin: And then do we have things that are shovel ready? So as soon as they’ve finished their job, is it specd out? Is there a requirement spec, design spec? What are the different tools to make sure that when they are ready for that next thing it’s there.

Ryan Carson: It’s ready to go. Got it. Wow, okay. This is your chance to plug your job board or your career page. How many people are you hiring and where should people go?

Tim Goodwin: We’re hiring a lot. We’re growing fast. We’ll probably aim to double over the next kind of 12 to 18 months.

Ryan Carson: The engineering or the whole company? Or everything?

Tim Goodwin: So the tech predominantly but I mean the company’s growing fast.

Ryan Carson: Got it. Yeah.

Tim Goodwin: So hiring across the board but tech in particular, I think there’s a huge opportunity. Cloud for automation and different opportunities in the company, and particularly in this industry.

Ryan Carson: Cool.

Tim Goodwin: So yeah. So we’re looking for engineers, product managers, QA, you name it.

Ryan Carson: Tons, right. And I presume people just google “Vacasa jobs.”

Tim Goodwin: Yeah, just go to our careers page and click on view, the orange button at the top saying view openings, job openings.

Finding your work/life balance with four fingers

Ryan Carson: Right. Cool. Nice. You know, we talk a lot about our professional lives but the truth is we’re all full humans with loved ones and hobbies and things. How do you think about your personal goals and your personal life compared to your goals at Vacasa? Like how do you sort of run your life when it comes to advancing at work but also advancing your personal goals?

Tim Goodwin: So back when I was running my own company, I kind of formulated this little framework, right. And I basically say to people, “Don’t live your life like this. Live it like this.”

Ryan Carson: Okay. So people listening, he’s holding four fingers sideways versus up.

Tim Goodwin: Right. So when you hold it up, your first finger is your education.

Ryan Carson: Okay.

Tim Goodwin: Then you’ll go get a job.

Ryan Carson: Get a job. Education, job.

Tim Goodwin: Yeah, and then you might want to get married and have kids.

Ryan Carson: Right.

Tim Goodwin: Right. Now if something goes wrong with one of those you’ve stopped, you’ve stalled.

Ryan Carson: How interesting, right.

Tim Goodwin: But if you invest, if you hold your hand sideways, you invest in each of those things. If one’s down, the other’s are up, it carries you through.

Ryan Carson: How interesting, right.

Tim Goodwin: So don’t not spend time on your hobbies, or your health, or your partner, your wife, your kid. So you’ve got to work out how do you calibrate that.

Ryan Carson: Interesting.

Tim Goodwin: And it swings around. There’s different times it’s going to demand different intensity.

Ryan Carson: Right.

Tim Goodwin: But hey, something happens at work, you’re feeling a bit down but there’s all these other things that are happening. I just hit these goals in my particular hobby or sport. So as long as you have those goals, they’ll be times when those things carry you through.

Ryan Carson: Right.

Tim Goodwin: You’re doing it linear if you’re doing it one at a time.

Ryan Carson: Right.

Tim Goodwin: Your whole world stops, right, if something goes wrong. You didn’t get that promotion or something bad happened.

Ryan Carson: Right. So it’s almost diversification of your columns in life. I can’t just have an amazing job. I also need a strong support with my loved ones and I also need to be healthy. So I have to like-

Tim Goodwin: Yeah. So the problem that comes in is the compromise, right, in terms of what is your goal. You can’t necessarily be the best father, the best boss, so at times you need a strategy or a plan to get you to what’s the most important thing.

Ryan Carson: Right.

Tim Goodwin: I can’t spend 10 hours a day at work and 10 hours a day with family. I can’t sleep faster.

Ryan Carson: Right. Yeah, I wish. Right. Yeah. In the past year, even six months, I’ve noticed my health declining a little bit because I’ve been focusing so heavily at work. And it’s just a little bit but I have noticed, yeah it’s really hard to maintain the intensity exactly the same all the time. And one is deteriorating a little bit so like-

Tim Goodwin: And that’s where I come back to what’s the story, because when you do get more strategic and you are more focused on what’s important, then you have more time.

Ryan Carson: Right.

Tim Goodwin: If you’re just running around tactically trying to do everything, you don’t have the time.

Ryan Carson: Right.

Tim Goodwin: And things fall apart.

Ryan Carson: Yep. Yep. So how do you stay focused on the big, important goals then, in these areas? What’s your methodology?

Tim Goodwin: It’s hard. I mean you’ve just got to make time to sit down and plan it out. Be strategic. Play it through in your mind’s eye and look at where do you want to be. Have those goals for three, five years or whatever it is.

Ryan Carson: Are you like a paper and pen person in a Moleskin somewhere? Put them on the wall? Are they just in your head? How do you keep track of that stuff?

Tim Goodwin: I mean, from a business point of view I like to put plans together. Write kind of whatever you want, whether it’s drawings, or Excel sheets, you use what works for you.

Ryan Carson: Right.

Tim Goodwin: So it’s up to the individual, really.

Ryan Carson: Cool. Nice. So last question. What’s your main kind of hobby thing or passion outside family and work?

Tim Goodwin: I like a lot of outdoor recreational sports. You know it’s part of the reason we came to Oregon. So I like to mountain bike, and snowboard, and rock climb. I like to spend quite a bit of time over in Bend.

Ryan Carson: Nice. Yeah. Oregon is really great for that. When we were deciding to move here it was like “Gosh. Wow, the beach is like right there. Mount Hood’s right there. It’s a walkable city. This is kind of crazy.”

Tim Goodwin: Yeah. There’s a lot to do. I mean a lot of people freak out about how quickly it’s growing and cost of living but that’s still affordable compared to Seattle-

Ryan Carson: And still not San Francisco so, very happy about that.

Tim Goodwin: Yeah. Where did you move out from?

Ryan Carson: So we moved from Bath, England.

Tim Goodwin: Oh, okay. Great.

Ryan Carson: It was a long story but I grew up in Colorado. Went to Colorado State. Got a degree and then I was like, “I’ve never lived anywhere else. I wonder if my world view’s limited. I wonder if I’m never going to leave.” So I watched a movie and thought it was about London. I thought, “London looks kind of fun.” And so I moved there and then realized you had to have a lot of money to live like that in London.

Tim Goodwin: In London, London yeah. For sure.

Ryan Carson: So then was just going to stay for a year but then I ended up meeting a girl and stayed for 12 years.

Tim Goodwin: As you do.

Ryan Carson: Yeah.

Tim Goodwin: Yeah. But you didn’t pick up much of an accent.

Ryan Carson: No. I like get zero accents.

Tim Goodwin: Yeah, Bath.

Ryan Carson: No, I had zero accents. My kids … we had two kids over there and they … it’s crazy. They had British accents.

Tim Goodwin: Yep.

Ryan Carson: And then we moved here and now they’re just American kids. It’s so weird.

Tim Goodwin: How old were they?

Ryan Carson: They moved when they were … let’s see. There’s 10 and 7 now so they were 2 and 5.

Tim Goodwin: Right, right.

Ryan Carson: Yeah. So now we’re like, “You’re half British.” And they’re like, “Okay.”

Tim Goodwin: Yeah. That’s pretty young.

Ryan Carson: Do you have kids or anything?

Tim Goodwin: Yeah. I have a 13 and a 16 year old.

Ryan Carson: Okay. Got it. Wow. Well that’s it for the show. It’s been really interesting to hear,. like especially things about like you were saying, learn how to explain the value of what you’re offering at a high level so that you can advance your career but also stay focused on it. That was really fascinating. And I thought the whole four fingers sideways versus up is a cool way to look at it, so I appreciate you sharing those things.

If listeners want to find you and want to chat to you, where’s the best spot for them to go?

Tim Goodwin: Just hit me up on LinkedIn or email me at tim.goodwin@vacasa.com.

Ryan Carson: Perfect. And once again, if you’re listening and you’re wanting to work at Vacasa, which sounds like an amazing company and the product’s really good because we use it, just head to Vacasa and look for the job site.

Tim Goodwin: Yeah. Please apply. There’s a lot going on. There’s lots of stuff happening.

Ryan Carson: Lots of good things. Well thanks Tim.

Tim Goodwin: Thank you.

Ryan Carson: Good to chat.

Tim Goodwin: Yeah. I appreciate it. Thanks for your time.

 

 

talentpath, treehouse, diversity, tech, hiring plan, diverse team

The post The Engineering People Show, Episode 31: Tim Goodwin appeared first on Treehouse Blog.



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How Do I use AWS to sell cloud Hosting ?

How can I use AWS [Amazon Web Services] to sell cloud hosting?
Is there any cheaper alternative than AWS ?... | Read the rest of https://ift.tt/2DCARsd


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How AI & Machine Learning Are Redefining The War For Talent

AI & Machine Learning By 2020, more than 20 million job seekers will look for automated advice on how to improve their ranking in job-matching algorithms according to Gartner. More than 50% of large enterprises based in North America and Western

The post How AI & Machine Learning Are Redefining The War For Talent appeared first on CloudTweaks.



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WhatsApp cofounder: “I sold my users’ privacy”

Regretful WhatsApp cofounder Brian Acton has joined the ranks of the Silicon Valley mea-culpa-rati.

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Cloud Guidepost: Citrix Analytics — Components Overview

When it comes to technology, generally one of the easiest ways to become more interested in a new product or feature is to understand what it does and how its components interact. This article intends to do just that, by

…   

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Australian teen who hacked into Apple and stole 90 GB of files avoids jail

An Australian teenager who hacked into Apple's network on multiple occasions over several months, and stole sensitive files, has been told that he will not be imprisoned.

The post Australian teen who hacked into Apple and stole 90 GB of files avoids jail appeared first on The State of Security.



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Top 5 Financial Podcasts for Small Biz Owners

There are so many podcasts out there created by small business owners that discuss the many ups and downs of getting a business started. These podcasts can serve as a mini support system when you’re getting started as an entrepreneur. Your only issue may be choosing just one. Don’t worry, we have put together a list of our top 5 financial podcasts for small business owners.

  1.   StartUp – True to its name, Startup is a podcast centered on getting started in the small business world. Covering a wide array of topics related to small business ventures, this podcast really steps out of the box and addresses so many things in the process. Even if not every episode is something you can relate to, odds are that someone out there, probably many someones, are in the exact situation that is being described and could learn so much from this eclectic group. That’s what the podcast is all about – helping people from all walks of life address the various issues that could come up during the course of getting a business up and running.  

Episode to try – Running a Family and a Business

  1.   Entrepreneurs on Fire – John Lee Dumas, self-dubbed ‘JLD’, aims to get young people fired up to get their businesses started and to make them happy in their success. JLD works to inspire others to make their life follow their dreams. In the interviews for his podcast, JLD and his guests cover the main objective of going all in with your ideas. The common denominator among successful startups, to JLD, is going 100% into the new idea with every intention of being successful. JLD will explain how to work hard for what you get but to work smarter in the process as well.

Episode to try – Be Your Own CFO: Take Control of Your Personal Finances

  1.   Office Hours with Spencer Rascoff – As a podcast that works like a roundtable discussion amongst several successful business leaders, Office Hours, seeks to address some of the toughest questions new businessmen and women will face early on when starting their business. Spencer sits down with some of the biggest leaders in the business industry to discuss what it takes to get to the levels of success they have. Through their own experiences, these CEOS and business owners provide crucial insight into the workings of a business and of being a great leader.  

Episode to try – Adena Friedman, President and CEO of Nasdaq

  1.   This is Your Life – With the disclaimer that this podcast no longer has new episodes, we still love this one! They also have started up a new podcast which spins off of this called Lead to Win which dives into how to succeed in your new business along with some other great life advice! This is Your Life focuses on daily trials and tribulations associated with balancing getting a business off the ground along with your family and home life. Little did we realize that the day in and day out of your home life can greatly impact your financial standing with your business. Michael Hyatt and his podcast work to help you navigate this path and come out on top.

Episode to try – Banish the Guilt About Making Money

  1.   Mixergy – This podcast was created by a group of individuals from all sorts of backgrounds to collectively help new entrepreneurs in and through any situation.  These people come from all walks of life, have various experiences in business, and collectively are able to provide insider knowledge about how to overcome various struggles and hardships along the way. These individuals are able to explore the depths of what is going on with a business to help you address what you need to work on for your own business. This group strives to get you to think like a successful business owner and to take charge of your dream by taking action first.

Episode to try – How to start a business during the most stressful period of your life (Writer’s Note: Because we ALL decide to do this, am I right?!)  

Can’t get enough of podcasts? Don’t miss this…



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Mobile password managers vulnerable to phishing apps

Several leading Android-based password managers can be fooled into auto-filling login credentials on behalf of fake phishing apps.

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How to get Alexa to whisper - CNET

Alexa can speak in soft tones when you need it too. Here's how.

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Power to the people! Google backtracks (a bit) on forced Chrome logins

Google thought it was a such a great idea to start logging you into everything when you logged into something... that it forgot to ask.

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SEC lawsuit sends Tesla shares tumbling

(Reuters) – Shares of Tesla Inc (TSLA.O) dived 11 percent in early trading on Friday after U.S. regulators accused Chief Executive Elon Musk of fraud and sought to remove him from his role in charge of the electric car company.

The post SEC lawsuit sends Tesla shares tumbling appeared first on CloudTweaks.



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Robocallers slapped with huge fines for using spoofed phone numbers

One poor woman whose phone number was hijacked by robocallers got several calls a day from irate consumers who thought she was trying to market to them.

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Port of San Diego Suffers Ransomware Attack

The FBI and the U.S. Department of Homeland Security are investigating a ransomware attack that affected at least some of the information systems belonging to the Port of San Diego. Port officials first reported the attack on Tuesday. Port of San Diego CEO Randa Coniglio said in a written statement that its investigation of the […]… Read More

The post Port of San Diego Suffers Ransomware Attack appeared first on The State of Security.



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Fair review of customer service at Site5, IXwebhosting, HostPapa and InmotionHosting

As was requested by our friends, we have fairly reviewed few major webhosting companies and here is what we got :

Site5 and IXWebHosting ... | Read the rest of https://ift.tt/2N5QyYp


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Negative SEO

Hi,

My website is being attacked with negative SEO and it’s been going on for over a year now. My homepage has been kicked off it’s #1 po... | Read the rest of https://ift.tt/2OhlKZj


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Acceptable Monthly Site Visitors under Shared Hosting Plan?

Hello WHT,

May we know what is an acceptable monthly
site visitors under shared hosting plan?

Does it imply a limit?
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Kapersky’s New Solution for Small Business Security

As small business owners are busy with the everyday tasks of running their companies, they often neglect Internet security. Small business owners are too busy working on increasing customers and growing their businesses. To do this, small business owners often use social media to communicate with their customers. This is where security becomes important, especially when small business owners access the Internet away from their home offices.

Protect your business from cyber attacks

As you grow your business, it is important to find a local IT consultant who specializes in security. But, before you commit to one, there are a few things that you can do to protect your business from cyber attacks:

  1. Use complex passwords that are not easy to predict.
  2. Change your passwords on a regular basis, like on the 10th of every month.
  3. Use different passwords for each account.
  4. Hire employees that you trust.
  5. Be alert to unusual activity on your accounts.
  6. Only use private WiFi for sensitive transactions.

Secure your computers and data

Small business owners should secure their computers, data, and financial information from potential cybercrime. One place small business owners can turn is Kaspersky Lab and their new Kaspersky Small Office Security solution. This easy solution offers several features that small business owners appreciate. They include:

  • Protection against crypto-miners and ransomware that can invade servers
  • Support for Microsoft Windows during updates and reboots
  • Updated notifications for product alerts, so customers have fewer interruptions
  • Upgraded console that is easier to use than previous versions

Are you protected?

According to Kaspersky Lab, nearly one-third of small businesses, especially those with 50 or fewer employees are not properly protected from cybercrimes. This gives cybercriminals a relatively good chance of attacking vulnerable businesses. Those businesses without proper security often rely on an employee to provide the security, even though the employee may not have any training in cybersecurity.

Those small businesses without cyber-protection no longer need to worry, because Kaspersky Small Office Security offers an affordable option for businesses with five to 50 employees. Along with providing outstanding security against the latest types of cybercrimes like crypto-mining and ransomware, it also keeps businesses safe while employees are surfing the net. Small businesses can trust that they will not become victims of phishing and spamming through private browsing features. Kaspersky also included a feature they call “Safe Money” that keeps financial transactions safe while making payments online.

About Kaspersky Lab

Kaspersky Lab provides cybersecurity on a global scale and they have been doing that for over 20 years. The company has a portfolio that includes over 400 million users and 270,000 businesses. Kaspersky Lab provides sophisticated services that are constantly evolving against digital threats for businesses of all sizes.

 



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How to spot fake Amazon reviews - CNET

These handy tools can help you determine if all those gushing reviews are the real deal.

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Thursday, 27 September 2018

The best location for your router for actually good Wi-Fi - CNET

Buying a new, fancy router won't solve all your problems, but where you put it might.

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Good non-OVH VPS in Canada?

I need a good non-OVH (and no OVH resellers please) VPS in Canada with generous ammounts of traffic but having hard time finding an non-OVH ... | Read the rest of https://ift.tt/2InnwCK


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Cpanel use external anycast DNS

Hi All,

[COLOR=#555555]I have a server in the UK and have a few clients in USA, I'm using Keycdn for the images/css ... | Read the rest of https://ift.tt/2NLRCGg


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How to Install MacOS Mojave on Unsupported Macs with DosDude Mojave Patcher

As you may know by now, the list of MacOS Mojave compatible Macs is more strict than previous releases of Mac OS system software, but that doesn’t necessarily mean you can’t install and run macOS Mojave on some unsupported Macs. If you’re an advanced Mac user and you’re reasonably brave (and have adequate backups), then ... Read More


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Microsoft's Box for Shipping Lots of Data Into the Cloud Now in GA

Among the announcements at this week's Microsoft Ignite conference in Orlando is the Azure Data Box moving to general availability. The appl... | Read the rest of https://ift.tt/2DCqVin


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how to block redirect to other site from iptables?

Hi,

I would like to know how can I block redirect to any http:// using ip tables. So that user on my website don't redirect to any other w... | Read the rest of https://ift.tt/2OmQTuI


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Need to buy shared hosting with 3 domains on monthly payments

Hi everyone,

I Need to buy shared hosting with 3 domains on monthly payments.
Must be able to buy the domains from the hosting provider.

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Shared Hosting - What level of downtime is acceptable/normal? (KnownHost)

Hi,

We currently have shared hosting with KnownHost. Due to an apparent CloudLinux/LiteSpeed issue, there's been frequent outages (at least... | Read the rest of https://ift.tt/2DCiHae


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Cloudflare Registrar being made available to all customers, cost price domains

https://blog.cloudflare.com/cloudflare-registrar/

Thoughts?

Seems to make sense if you're already using Cloudflare and don'... | Read the rest of https://ift.tt/2xItMB7


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How to restricted or blocked outgoing email with certain recipient globally for a server?

Hello guys, I don't know this is a poor or rich question, but I did not get a solution for this. I hope I will get a solution from WHT.

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Dual-SIM and eSIM on Apple's 2018 iPhones: Everything you need to know - CNET

Apple's new Dual SIM Dual Standby feature is a game-changer -- but there’s a catch.

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House of Cards final season on Netflix: How and when to watch - CNET

Hail to the Chief. Netflix's presidential drama will return, with Claire Underwood steering the ship of state.

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Murphy Brown 2018: Everything you need to know about the comeback - CNET

The reboot is back to slay DC politics and offer a place for viewers to vent.

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Alphabet’s Chronicle launches an enterprise version of VirusTotal

VirusTotal, the virus and malware scanning service own by Alphabet’s Chronicle, launched an enterprise-grade version of its service today. VirusTotal Enterprise offers significantly faster and more customizable malware search, as well as a new feature called Private Graph, which allows enterprises to create their own private visualizations of their infrastructure and malware that affects their machines.

The Private Graph makes it easier for enterprises to create an inventory of their internal infrastructure and users to help security teams investigate incidents (and where they started). In the process of building this graph, VirtusTotal also looks are commonalities between different nodes to be able to detect changes that could signal potential issues.

The company stresses that these graphs are obviously kept private. That’s worth noting because VirusTotal already offered a similar tool for its premium users — the VirusTotal Graph. All of the information there, however, was public.

As for the faster and more advanced search tools, VirusTotal notes that its service benefits from Alphabet’s massive infrastructure and search expertise. This allows VirusTotal Enterprise to offers a 100x speed increase, as well as better search accuracy. Using the advanced search, the company notes, a security team could now extract the icon from a fake application, for example, and then return all malware samples that share the same file.

VirusTotal says that it plans to “continue to leverage the power of Google infrastructure” and expand this enterprise service over time.

Google acquired VirusTotal back in 2012. For the longest time, the service didn’t see too many changes, but earlier this year, Google’s parent company Alphabet moved VirusTotal under the Chronicle brand and the development pace seems to have picked up since.



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Dropbox overhauls internal search to improve speed and accuracy

Over the last several months, Dropbox has been undertaking an overhaul of its internal search engine for the first time since 2015. Today, the company announced that the new version, dubbed Nautilus, is ready for the world. The latest search tool takes advantage of a new architecture powered by machine learning to help pinpoint the exact piece of content a user is looking for.

While an individual user may have a much smaller body of documents to search across than the World Wide Web, the paradox of enterprise search says that the fewer documents you have, the harder it is to locate the correct one. Yet Dropbox faces of a host of additional challenges when it comes to search. It has more than 500 million users and hundreds of billions of documents, making finding the correct piece for a particular user even more difficult. The company had to take all of this into consideration when it was rebuilding its internal search engine.

One way for the search team to attack a problem of this scale was to put machine learning to bear on it, but it required more than an underlying level of intelligence to make this work. It also required completely rethinking the entire search tool from an architectural level.

That meant separating two main pieces of the system, indexing and serving. The indexing piece is crucial of course in any search engine. A system of this size and scope needs a fast indexing engine to cover the number of documents in a whirl of changing content. This is the piece that’s hidden behind the scenes. The serving side of the equation is what end users see when they query the search engine, and the system generates a set of results.

Nautilus Architecture Diagram: Dropbox

Dropbox described the indexing system in a blog post announcing the new search engine: “The role of the indexing pipeline is to process file and user activity, extract content and metadata out of it, and create a search index.” They added that the easiest way to index a corpus of documents would be to just keep checking and iterating, but that couldn’t keep up with a system this large and complex, especially one that is focused on a unique set of content for each user (or group of users in the business tool).

They account for that in a couple of ways. They create offline builds every few days, but they also watch as users interact with their content and try to learn from that. As that happens, Dropbox creates what it calls “index mutations,” which they merge with the running indexes from the offline builds to help provide ever more accurate results.

The indexing process has to take into account the textual content assuming it’s a document, but it also has to look at the underlying metadata as a clue to the content. They use this information to feed a retrieval engine, whose job is to find as many documents as it can, as fast it can and worry about accuracy later.

It has to make sure it checks all of the repositories. For instance, Dropbox Paper is a separate repository, so the answer could be found there. It also has to take into account the access-level security, only displaying content that the person querying has the right to access.

Once it has a set of possible results, it uses machine learning to pinpoint the correct content. “The ranking engine is powered by a [machine learning] model that outputs a score for each document based on a variety of signals. Some signals measure the relevance of the document to the query (e.g., BM25), while others measure the relevance of the document to the user at the current moment in time,” they explained in the blog post.

After the system has a list of potential candidates, it ranks them and displays the results for the end user in the search interface, but a lot of work goes into that from the moment the user types the query until it displays a set of potential files. This new system is designed to make that process as fast and accurate as possible.



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Transformation Starts by Putting People First

We’re pleased to present this guest post by Håkan Andersson, Chief Executive officer, AceIQ Sweden – Citrix Partner and finalist for the 2018 Citrix Innovation Award for Partners.

At AceIQ, we have a passion for technology, but more …

  

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2 gig ram vps 2 usd per month

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Cryptojacking – coming to a server-laptop-phone near you (and how to stop it)

Cryptomining apps were banned from the Play Store some time ago - but that hasn't stopped the crooks getting cryptojackers past Google...

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Private Cloud Offers Strategic Flexibility, Now and in the Future

Organizations seeking to employ a multi-cloud strategy must demand strategic flexibility from their infrastructure. Why? Because the platform choices organizations make today will determine their agility, economics and competitiveness for the next five to 10 years. It is essential to

The post Private Cloud Offers Strategic Flexibility, Now and in the Future appeared first on CloudTweaks.



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4 areas of your fridge you need to clean now - CNET

How many of these overlooked spots have you missed?

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Any replacement for Ubersmith? - Auto Deploy Dedicated Servers?

Hello,
is there any replacement for Ubersmith? We are looking to automate the dedicated server deployment and delivery.
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The 5G revolution is coming. Here's everything you need to know - CNET

The next generation of cellular technology comes with its own vocabulary. Here's everything you need to know.

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New “Torii” Botnet’s Sophisticated Techniques Set It Apart From Mirai

Researchers have discovered a new botnet called “Torii” which differentiates itself from Mirai by its use of several sophisticated tactics. Infosec expert @VessOnSecurity is the first to have discovered the new botnet: My honeypot just caught something substantially new. Spreads via Telnet but not your run-of-the-mill Mirai variant or Monero miner… First stage is just […]… Read More

The post New “Torii” Botnet’s Sophisticated Techniques Set It Apart From Mirai appeared first on The State of Security.



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Any replacement for Ubersmith? - Auto Deploy Dedicated Servers?

Hello,
is there any replacement for Ubersmith? We are looking to automate the dedicated server deployment and delivery.
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What makes ‘Cloud’ a dependable solution for the independent field workforce?

5 Major Reasons to Switch from Paper to Digital! The web of wireless networks has connected the entire world. It’s not wrong to say that today’s generation breathes in the air of the Internet. Such is the influence of the

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How to block redirect to other domain from my site?

Hi,

I would like to know how can I disable traffic visitors to other site from my site as redirect using .htaccess or ubuntu vps.

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Complexity-Enemy of the State (User State and IT Security State)

Complexity is something that CIOs and IT leaders need to address. Complexity not only inhibits user productivity and administrative efficiency, it introduces risk.  On the user side of things, users will find ways to make their IT experience (Work …

  

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Firefox Monitor starts tracking breached email addresses

Mozilla has formally launched Firefox Monitor, a privacy-engineered website that hooks up to Troy Hunt’s Have I Been Pwned? (HIBP) breach notification database.

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